Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression

Lei Han, Kean Ming Tan, Ting Yang +1

A major challenge for building statistical models in the big data era is that the available data volume far exceeds the computational capability. A common approach for solving this…